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Re: [igraph] Clique Percolation Algorithm


From: Tamás Nepusz
Subject: Re: [igraph] Clique Percolation Algorithm
Date: Thu, 5 Dec 2013 20:11:05 +0100

Hi Ethan  

I think one of the reasons why the quick-and-dirty solution of the clique 
percolation method as found on the wiki is slow is because it works by finding 
all cliques of size k and then doing pairwise intersections on them. One other 
possibility is to find all _maximal_ cliques instead and check whether any 
clique pair has an intersection whose size is at least k-1. This is supposed to 
be faster, especially if the gap between k and the clique number of your graph 
is large.  

--  
T.


On Thursday, 5 December 2013 at 20:07, EthanK Gough wrote:

> Hi Csardi
>  
> Do you have plans to add a clique percolation function to the igraph package?
>  
> I tried the "quick (and rather inefficient)" function provided on the igraph 
> wikidot page: http://igraph.wikidot.com/community-detection-in-r. However, it 
> is indeed very slow.  
>  
> I'm just curious if there are any plans to add this functionality to igraph 
> and to improve on it.
>  
> thanks!
>  
>  
> On Wed, Dec 4, 2013 at 10:14 AM, EthanK Gough <address@hidden 
> (mailto:address@hidden)> wrote:
> > Hi Gabor
> >  
> > I have another quick question. So if the edge weights are added when 
> > calculating the lengths of paths, does that mean then that a path with 
> > larger edge weights is longer than one with smaller edge weights?
> >  
> > thanks
> >  
> > Ethan
> >  
> >  
> > On Mon, Nov 25, 2013 at 12:25 PM, Gábor Csárdi <address@hidden 
> > (mailto:address@hidden)> wrote:
> > > On Mon, Nov 25, 2013 at 3:12 PM, EthanK Gough <address@hidden 
> > > (mailto:address@hidden)> wrote:
> > > > How does igraph handle edge weights when using edge.betweenness and
> > > > shortest.paths? Does it simply add the edge weights when calculating the
> > > > lengths of paths and finding geodesics?
> > >  
> > >  
> > > It does exactly that.
> > >  
> > > Gabor
> > >  
> > > > Thanks
> > > >  
> > > > Ethan
> > > >  
> > > > _______________________________________________
> > > > igraph-help mailing list
> > > > address@hidden (mailto:address@hidden)
> > > > https://lists.nongnu.org/mailman/listinfo/igraph-help
> > >  
> >  
>  
>  
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